Recently, BERT has shown to obtain state of the art (SOTA) results on named entity tasks. The HuggingFace library [1]} provides a transformers python package which includes pre-trained models for various language tasks like named entity recognition. We use this package in our work along with BERT [2]} and pyTorch [3]}.
